{"id":"W3037221882","doi":"10.1002/ppul.24929","title":"The remaining barriers to normalcy in CF: Advances in assessment of CF lung disease","year":2020,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cystic fibrosis; Bronchiectasis; Lung disease; Lung; Disease; Cystic fibrosis transmembrane conductance regulator; Intensive care medicine; Magnetic resonance imaging; Newborn screening; Obstructive lung disease; Respiratory disease; Airway; Pathology; Radiology; Pediatrics; Internal medicine; COPD; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327902,0.0006658473,0.001484917,0.002261813,0.000264468,0.001219046,0.0009281315,0.001339706,0.003973876],"category_scores_gemma":[0.002309965,0.0002413421,0.000781899,0.001824687,0.0006680326,0.001829547,0.0008480331,0.002240773,0.001846046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006383549,"about_ca_system_score_gemma":0.001580521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751455,"about_ca_topic_score_gemma":0.002821051,"domain_scores_codex":[0.999592,0.0001049549,0.0000590229,0.00005653886,0.0001552848,0.00003222633],"domain_scores_gemma":[0.9987379,0.0007575544,0.0001173613,0.00002827156,0.0002919317,0.00006695188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006245187,0.00003882098,0.0002209536,0.01792917,0.00009528587,0.000108071,0.00007983306,0.0001691912,0.0005236556,0.003648545,0.02229387,0.9548301],"study_design_scores_gemma":[0.00001699499,0.00009976126,0.001168065,0.01293566,0.0001716409,0.001069663,0.0001300514,0.00008132266,0.0002104473,0.003174733,0.9809162,0.00002547404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004455799,0.998936,0.00005675092,0.0004381916,0.0001146405,0.000001951272,0.000009542057,0.000003986767,0.0003944328],"genre_scores_gemma":[0.0004317843,0.9988886,0.0001375035,0.0002207714,0.0001253923,0.000003087265,0.0000158004,0.00000119959,0.0001759143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003973876,"threshold_uncertainty_score":0.01329392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818003621113536,"score_gpt":0.402593697382805,"score_spread":0.3844136611716697,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}